BLOGS
Stories from the team building AI infrastructure
Product updates, engineering deep dives, and practical guides for builders.
Apr 12, 2026
The future of work is agentic and it's already happening
AI agents aren't coming — they're already transforming how companies operate. Here's what we've learned from powering millions of agent interactions every day.
Apr 11, 2026
How Acme Corp cut their costs by 60% using AI agents
A deep dive into how one fast-growing startup automated their customer support without sacrificing quality — and actually improved customer satisfaction.
Apr 25, 2026
Advanced agent patterns: working with loops and more
Take your agents to the next level with advanced workflow patterns — from conditional logic to approval workflows to multi-agent orchestration.
Apr 25, 2026
Why we're betting everything on the future of AI agents
The future isn't chatbots or copilots — it's autonomous agents that get work done. Here's why we're building the infrastructure to make that happen.
Apr 21, 2026
How to build and deploy your first AI agent in 15 minutes
A step-by-step tutorial to create, test, and deploy a customer support agent that actually resolves tickets — not just responds to them.
Apr 25, 2026
How we scaled our platform to 50 million agent runs daily
A deep dive into the infrastructure decisions that let us handle massive scale without breaking a sweat — or the bank.
Apr 12, 2026
The future of work is agentic and it's already happening
AI agents aren't coming — they're already transforming how companies operate. Here's what we've learned from powering millions of agent interactions every day.
Apr 11, 2026
How Acme Corp cut their costs by 60% using AI agents
A deep dive into how one fast-growing startup automated their customer support without sacrificing quality — and actually improved customer satisfaction.
Apr 25, 2026
Advanced agent patterns: working with loops and more
Take your agents to the next level with advanced workflow patterns — from conditional logic to approval workflows to multi-agent orchestration.
Apr 25, 2026
Why we're betting everything on the future of AI agents
The future isn't chatbots or copilots — it's autonomous agents that get work done. Here's why we're building the infrastructure to make that happen.
FAQ
Frequently asked questions
Everything you need to know to get started.
Do we have to move our files?
No. Your documents stay where they are, in Drive, Dropbox, Litify, or Filevine. We read from them and keep watching for new ones. Nothing gets migrated into a platform you would have to leave later.
What exactly do we own?
The data layer. The database, the schema, the pipelines, and the full extraction history live in your firm's cloud and belong to you outright. The workflows and agents that run on top are licensed while we work together. You own the record, and you license the tools that read it.
What happens if we stop working with you?
You keep the data layer and everything in it, running in your own environment. The workflows and agents switch off, and you are free to point other tools at the record you own. Nothing has to be exported, because nothing was ever held anywhere else.
Who can see our client data?
Only the people who can see it today. Everything runs in your firm's own cloud, privilege is gated at the database rather than inside an app, every access is logged, and your data is never used to train anyone's model.
Do we have to leave Litify?
No, and we would not recommend it. Litify stays your system of record. We mirror cases, parties, and assignments from it, and we can write extracted facts back into your fields, so the system your team already knows gets better rather than replaced.
How is it priced?
A build fee for the asset you own, then a flat monthly retainer covering operations and the workflows and agents in use. No per-seat fees and no per-question metering. Your bill does not grow because your team used it more.
What happens when the AI gets something wrong?
You catch it, which is the design. Every answer carries the documents it came from, nothing is filed or sent without a person approving it, and every correction improves the system. The attorney remains responsible for the work product, so the platform is built to make supervising it easy.
Does this replace people on our team?
No. It removes the gathering, retyping, and remembering, which was never the job. Judgment, advocacy, and the client relationship stay exactly where they are.
FAQ
Frequently asked questions
Everything you need to know to get started.
Do we have to move our files?
No. Your documents stay where they are, in Drive, Dropbox, Litify, or Filevine. We read from them and keep watching for new ones. Nothing gets migrated into a platform you would have to leave later.
What exactly do we own?
The data layer. The database, the schema, the pipelines, and the full extraction history live in your firm's cloud and belong to you outright. The workflows and agents that run on top are licensed while we work together. You own the record, and you license the tools that read it.
What happens if we stop working with you?
You keep the data layer and everything in it, running in your own environment. The workflows and agents switch off, and you are free to point other tools at the record you own. Nothing has to be exported, because nothing was ever held anywhere else.
Who can see our client data?
Only the people who can see it today. Everything runs in your firm's own cloud, privilege is gated at the database rather than inside an app, every access is logged, and your data is never used to train anyone's model.
Do we have to leave Litify?
No, and we would not recommend it. Litify stays your system of record. We mirror cases, parties, and assignments from it, and we can write extracted facts back into your fields, so the system your team already knows gets better rather than replaced.
How is it priced?
A build fee for the asset you own, then a flat monthly retainer covering operations and the workflows and agents in use. No per-seat fees and no per-question metering. Your bill does not grow because your team used it more.
What happens when the AI gets something wrong?
You catch it, which is the design. Every answer carries the documents it came from, nothing is filed or sent without a person approving it, and every correction improves the system. The attorney remains responsible for the work product, so the platform is built to make supervising it easy.
Does this replace people on our team?
No. It removes the gathering, retyping, and remembering, which was never the job. Judgment, advocacy, and the client relationship stay exactly where they are.
FAQ
Frequently asked questions
Everything you need to know to get started.
Do we have to move our files?
No. Your documents stay where they are, in Drive, Dropbox, Litify, or Filevine. We read from them and keep watching for new ones. Nothing gets migrated into a platform you would have to leave later.
What exactly do we own?
The data layer. The database, the schema, the pipelines, and the full extraction history live in your firm's cloud and belong to you outright. The workflows and agents that run on top are licensed while we work together. You own the record, and you license the tools that read it.
What happens if we stop working with you?
You keep the data layer and everything in it, running in your own environment. The workflows and agents switch off, and you are free to point other tools at the record you own. Nothing has to be exported, because nothing was ever held anywhere else.
Who can see our client data?
Only the people who can see it today. Everything runs in your firm's own cloud, privilege is gated at the database rather than inside an app, every access is logged, and your data is never used to train anyone's model.
Do we have to leave Litify?
No, and we would not recommend it. Litify stays your system of record. We mirror cases, parties, and assignments from it, and we can write extracted facts back into your fields, so the system your team already knows gets better rather than replaced.
How is it priced?
A build fee for the asset you own, then a flat monthly retainer covering operations and the workflows and agents in use. No per-seat fees and no per-question metering. Your bill does not grow because your team used it more.
What happens when the AI gets something wrong?
You catch it, which is the design. Every answer carries the documents it came from, nothing is filed or sent without a person approving it, and every correction improves the system. The attorney remains responsible for the work product, so the platform is built to make supervising it easy.
Does this replace people on our team?
No. It removes the gathering, retyping, and remembering, which was never the job. Judgment, advocacy, and the client relationship stay exactly where they are.
Own your firm's Intelligence.
Start with a four-week assessment. We map your documents and show you what your files can actually tell you. You keep the findings either way.
Own your firm's Intelligence.
Start with a four-week assessment. We map your documents and show you what your files can actually tell you. You keep the findings either way.
Own your firm's Intelligence.
Start with a four-week assessment. We map your documents and show you what your files can actually tell you. You keep the findings either way.